CatUMap
JL
2024-10-01
summary
skim(df)| Name | df |
| Number of rows | 48572 |
| Number of columns | 91 |
| Key | NULL |
| _______________________ | |
| Column type frequency: | |
| character | 8 |
| factor | 36 |
| numeric | 46 |
| POSIXct | 1 |
| ________________________ | |
| Group variables | None |
Variable type: character
| skim_variable | n_missing | complete_rate | min | max | empty | n_unique | whitespace |
|---|---|---|---|---|---|---|---|
| Activity | 0 | 1 | 4 | 10 | 0 | 6 | 0 |
| Name | 0 | 1 | 2 | 3 | 0 | 2 | 0 |
| Notes | 0 | 1 | 0 | 8 | 41869 | 12 | 0 |
| Time | 0 | 1 | 20 | 27 | 0 | 48572 | 0 |
| UUID | 0 | 1 | 16 | 36 | 0 | 49 | 0 |
| Version | 0 | 1 | 0 | 28 | 8201 | 17 | 0 |
| Visit | 0 | 1 | 0 | 416 | 48553 | 20 | 0 |
| imgS3 | 0 | 1 | 0 | 50 | 48571 | 2 | 0 |
Variable type: factor
| skim_variable | n_missing | complete_rate | ordered | n_unique | top_counts |
|---|---|---|---|---|---|
| FeatureCla | 838 | 0.98 | FALSE | 1 | Adm: 47734, Adm: 0 |
| SOVEREIGNT | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| SOV_A3 | 838 | 0.98 | FALSE | 8 | US1: 47490, CZE: 67, CAN: 50, POL: 48 |
| TYPE | 838 | 0.98 | FALSE | 2 | Cou: 47490, Sov: 244, Cou: 0, Dep: 0 |
| ADMIN | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| ADM0_A3 | 838 | 0.98 | FALSE | 8 | USA: 47490, CZE: 67, CAN: 50, POL: 48 |
| GEOUNIT | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| GU_A3 | 838 | 0.98 | FALSE | 8 | USA: 47490, CZE: 67, CAN: 50, POL: 48 |
| SUBUNIT | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| SU_A3 | 838 | 0.98 | FALSE | 8 | USA: 47490, CZE: 67, CAN: 50, POL: 48 |
| NAME | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| ABBREV | 838 | 0.98 | FALSE | 8 | U.S: 47490, Cz.: 67, Can: 50, Pol: 48 |
| POSTAL | 838 | 0.98 | FALSE | 8 | US: 47490, CZ: 67, CA: 50, PL: 48 |
| NAME_FORMA | 911 | 0.98 | FALSE | 6 | Uni: 47490, Cze: 67, Rep: 48, Rep: 36 |
| TERR_ | 48572 | 0.00 | FALSE | 0 | Ass: 0, Auz: 0, Chi: 0, Com: 0 |
| NAME_SORT | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| FIPS_10_ | 48572 | 0.00 | FALSE | 0 | FG: 0 |
| ISO_A2 | 838 | 0.98 | FALSE | 8 | US: 47490, CZ: 67, CA: 50, PL: 48 |
| ISO_A3 | 838 | 0.98 | FALSE | 8 | USA: 47490, CZE: 67, CAN: 50, POL: 48 |
| ISO3 | 838 | 0.98 | FALSE | 8 | USA: 47490, CZE: 67, CAN: 50, POL: 48 |
| ISO3.1 | 838 | 0.98 | FALSE | 8 | USA: 47490, CZE: 67, CAN: 50, POL: 48 |
| ADMIN.1 | 838 | 0.98 | FALSE | 8 | Uni: 47490, Cze: 67, Can: 50, Pol: 48 |
| REGION | 838 | 0.98 | FALSE | 3 | Nor: 47540, Eur: 158, Sou: 36, Afr: 0 |
| continent | 838 | 0.98 | FALSE | 3 | Nor: 47540, Eur: 158, Sou: 36, Afr: 0 |
| GEO3major | 838 | 0.98 | FALSE | 3 | Nor: 47540, Eur: 158, Lat: 36, Afr: 0 |
| GEO3 | 838 | 0.98 | FALSE | 6 | US: 47490, Cen: 126, Can: 50, Sou: 36 |
| IMAGE24 | 838 | 0.98 | FALSE | 6 | USA: 47490, Cen: 126, Can: 50, Res: 36 |
| GLOCAF | 838 | 0.98 | FALSE | 5 | USA: 47490, Eur: 135, Can: 50, Res: 36 |
| Stern | 838 | 0.98 | FALSE | 3 | Nor: 47540, Eur: 158, Sou: 36, Aus: 0 |
| SRESmajor | 838 | 0.98 | FALSE | 3 | OEC: 47549, REF: 149, ALM: 36, ASI: 0 |
| SRES | 838 | 0.98 | FALSE | 5 | Nor: 47540, Cen: 126, Lat: 36, New: 23 |
| GBD | 838 | 0.98 | FALSE | 5 | Nor: 47540, Eur: 126, Lat: 36, Eur: 23 |
| AVOIDname | 838 | 0.98 | FALSE | 5 | US: 47490, Eur: 110, Can: 50, Pol: 48 |
| LDC | 838 | 0.98 | FALSE | 1 | oth: 47734, LDC: 0 |
| SID | 838 | 0.98 | FALSE | 1 | oth: 47734, SID: 0 |
| LLDC | 838 | 0.98 | FALSE | 1 | oth: 47734, LLD: 0 |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| Accuracy | 0 | 1.00 | 6.03 | 1.59 | -1.00 | 4.74 | 6.00 | 8.00 | 1.000000e+01 | ▁▁▇▃▅ |
| Elevation | 0 | 1.00 | 309.38 | 309.60 | -50.80 | 146.18 | 250.75 | 347.78 | 3.214200e+03 | ▇▁▁▁▁ |
| Heading | 0 | 1.00 | 164.89 | 109.69 | -1.00 | 71.95 | 166.35 | 259.74 | 3.600000e+02 | ▇▆▇▆▆ |
| Pressure | 0 | 1.00 | 144.21 | 202.43 | 0.00 | 97.40 | 98.87 | 99.84 | 1.027010e+03 | ▇▁▁▁▁ |
| Speed | 0 | 1.00 | 3.18 | 7.61 | -1.00 | 0.00 | 0.00 | 1.41 | 3.791000e+01 | ▇▁▁▁▁ |
| UnixTime | 0 | 1.00 | 1615763117.14 | 60328374.29 | 1525623850.00 | 1557692844.00 | 1622136690.00 | 1674731199.00 | 1.704205e+09 | ▇▅▃▅▇ |
| HeartRate | 48420 | 0.00 | 88.52 | 28.39 | -1.00 | 76.00 | 85.00 | 98.25 | 1.640000e+02 | ▁▁▇▂▁ |
| Distance | 48106 | 0.01 | 65415.26 | 166929.13 | 7.05 | 5703.61 | 13920.11 | 45426.53 | 1.060107e+06 | ▇▁▁▁▁ |
| NumberOfSteps | 48085 | 0.01 | 120194.03 | 266865.12 | 9.00 | 7952.00 | 15226.00 | 64691.50 | 1.152817e+06 | ▇▁▁▁▁ |
| AverageActivePace | 48224 | 0.01 | 1.06 | 0.81 | 0.38 | 0.74 | 0.93 | 1.07 | 1.352000e+01 | ▇▁▁▁▁ |
| CurrentCadence | 48224 | 0.01 | 1.68 | 0.33 | 1.02 | 1.51 | 1.67 | 1.78 | 2.640000e+00 | ▃▇▇▂▁ |
| CurrentPace | 48224 | 0.01 | 0.87 | 0.20 | 0.28 | 0.79 | 0.87 | 1.02 | 1.280000e+00 | ▁▂▇▅▂ |
| FloorsAscended | 48243 | 0.01 | 14.86 | 14.32 | 1.00 | 3.00 | 11.00 | 16.00 | 5.800000e+01 | ▇▆▁▁▁ |
| FloorsDescended | 48240 | 0.01 | 11.73 | 10.50 | 1.00 | 5.00 | 11.00 | 15.00 | 4.100000e+01 | ▇▆▁▁▁ |
| vAccuracy | 48449 | 0.00 | 4.89 | 5.03 | 0.80 | 1.60 | 2.50 | 6.60 | 3.150000e+01 | ▇▂▁▁▁ |
| AccelerometerX | 48506 | 0.00 | -0.64 | 4.50 | -8.41 | -3.60 | -0.43 | 0.98 | 8.510000e+00 | ▃▃▇▁▃ |
| AccelerometerY | 48506 | 0.00 | -0.40 | 3.66 | -12.03 | -0.98 | -0.35 | 0.46 | 1.053000e+01 | ▁▁▇▂▁ |
| AccelerometerZ | 48506 | 0.00 | 4.33 | 6.93 | -10.28 | -0.36 | 7.67 | 9.79 | 1.034000e+01 | ▂▁▁▂▇ |
| ActivityConfidence | 48506 | 0.00 | 100.00 | 0.00 | 100.00 | 100.00 | 100.00 | 100.00 | 1.000000e+02 | ▁▁▇▁▁ |
| GyroscopeX | 48506 | 0.00 | 0.00 | 0.06 | -0.36 | -0.01 | 0.00 | 0.01 | 2.100000e-01 | ▁▁▂▇▁ |
| GyroscopeY | 48506 | 0.00 | 0.00 | 0.11 | -0.72 | -0.01 | 0.00 | 0.01 | 4.900000e-01 | ▁▁▇▃▁ |
| GyroscopeZ | 48506 | 0.00 | 0.00 | 0.05 | -0.24 | -0.01 | 0.00 | 0.01 | 1.300000e-01 | ▁▁▁▇▁ |
| UserAccelerometerX | 48506 | 0.00 | -0.09 | 0.65 | -2.77 | -0.16 | 0.00 | 0.15 | 1.090000e+00 | ▁▁▂▇▂ |
| UserAccelerometerY | 48506 | 0.00 | 0.03 | 0.40 | -1.83 | -0.07 | 0.00 | 0.12 | 1.580000e+00 | ▁▁▇▂▁ |
| UserAccelerometerZ | 48506 | 0.00 | 0.12 | 0.64 | -2.11 | -0.09 | 0.05 | 0.18 | 2.800000e+00 | ▁▂▇▁▁ |
| Lightmeter | 48551 | 0.00 | 206.19 | 343.76 | 1.00 | 19.00 | 69.00 | 146.00 | 1.067000e+03 | ▇▁▁▁▂ |
| lat | 0 | 1.00 | 42.53 | 5.00 | 4.59 | 38.65 | 44.97 | 46.81 | 5.932000e+01 | ▁▁▁▇▁ |
| lon | 0 | 1.00 | -93.56 | 11.68 | -158.23 | -93.26 | -92.08 | -90.28 | 3.053000e+01 | ▁▇▁▁▁ |
| x | 0 | 1.00 | -0.09 | 0.45 | -1.00 | -0.55 | -0.17 | 0.45 | 1.000000e+00 | ▁▇▆▆▁ |
| y | 0 | 1.00 | 0.01 | 0.57 | -1.00 | -0.60 | 0.11 | 0.61 | 1.000000e+00 | ▇▂▂▆▆ |
| z | 0 | 1.00 | 0.08 | 0.67 | -1.00 | -0.67 | 0.53 | 0.58 | 1.000000e+00 | ▅▁▁▇▂ |
| umap_1 | 0 | 1.00 | 0.00 | 8.37 | -24.60 | -5.62 | -0.01 | 5.72 | 2.431000e+01 | ▁▅▇▅▁ |
| umap_2 | 0 | 1.00 | 0.00 | 8.46 | -22.46 | -5.64 | 0.16 | 5.71 | 2.426000e+01 | ▁▅▇▃▁ |
| ScaleRank | 838 | 0.98 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.000000e+00 | ▁▁▇▁▁ |
| LabelRank | 838 | 0.98 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.000000e+00 | ▁▁▇▁▁ |
| ADM0_DIF | 838 | 0.98 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.000000e+00 | ▁▁▇▁▁ |
| LEVEL | 838 | 0.98 | 2.00 | 0.00 | 2.00 | 2.00 | 2.00 | 2.00 | 2.000000e+00 | ▁▁▇▁▁ |
| GEOU_DIF | 838 | 0.98 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.000000e+00 | ▁▁▇▁▁ |
| SU_DIF | 838 | 0.98 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.000000e+00 | ▁▁▇▁▁ |
| MAP_COLOR | 838 | 0.98 | 1.01 | 0.20 | 1.00 | 1.00 | 1.00 | 1.00 | 6.000000e+00 | ▇▁▁▁▁ |
| POP_EST | 838 | 0.98 | 305789053.37 | 19882772.39 | 4489409.00 | 307212123.00 | 307212123.00 | 307212123.00 | 3.072121e+08 | ▁▁▁▁▇ |
| GDP_MD_EST | 838 | 0.98 | 14190059.13 | 976172.64 | 82390.00 | 14260000.00 | 14260000.00 | 14260000.00 | 1.426000e+07 | ▁▁▁▁▇ |
| ISO_N3 | 838 | 0.98 | 837.44 | 39.85 | 124.00 | 840.00 | 840.00 | 840.00 | 8.400000e+02 | ▁▁▁▁▇ |
| LON | 838 | 0.98 | -98.74 | 6.83 | -102.37 | -99.14 | -99.14 | -99.14 | 3.138000e+01 | ▇▁▁▁▁ |
| LAT | 838 | 0.98 | 39.56 | 1.33 | 3.91 | 39.53 | 39.53 | 39.53 | 6.284000e+01 | ▁▁▁▇▁ |
| AVOIDnumeric | 838 | 0.98 | 2.09 | 1.39 | 2.00 | 2.00 | 2.00 | 2.00 | 2.600000e+01 | ▇▁▁▁▁ |
Variable type: POSIXct
| skim_variable | n_missing | complete_rate | min | max | median | n_unique |
|---|---|---|---|---|---|---|
| CurrentTripStart | 48085 | 0.01 | 2023-12-15 18:59:33 | 2023-12-31 18:01:01 | 2023-12-27 18:38:42 | 11 |
Cat umaps
